limbic system

边缘系统
  • 文章类型: Journal Article
    Reports from recent years provide compelling evidence about the structure and the existence of functional topography in the cerebellum. However, most of them focused on the motor functions of the cerebellum. Recent studies suggest the involvement of the posterior lobe of the cerebellum in the context of neurodegenerative and cognitive disorders. The pathophysiology of these diseases is not sufficiently understood, and recent studies indicate that it could also affect additional subregions of the cerebellum. Anatomical and clinical studies, combined with neuroimaging, provide new ways of thinking about the organization and functioning of the cerebellum. This review summarizes knowledge about the topography and functions of the cerebellum, and focuses on its anatomical and functional contributions to the development of neurological diseases.
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  • 文章类型: Journal Article
    阿尔茨海默病(AD)的发病机制尚不清楚,但揭示功能连接(FC)的个体差异可能会提供见解并提高诊断精度。提出了一种具有功能连通性的基于分层聚类的自动编码器,用于对阿尔茨海默病神经影像学计划中的82名AD患者进行分类。与直接执行聚类相比,使用自动编码器来降低矩阵的维数,可以有效地消除数据中的噪声和冗余信息,提取关键特征,优化集群性能。随后,评估了临床和图形理论指标的亚型差异.结果表明,AD患者中FC破坏程度存在显着的受试者间异质性。我们已经确定了两种神经生理学亚型:I型在整个大脑中表现出广泛的功能障碍,而亚型II在边缘系统区域显示轻度损害。值得注意的是,我们还观察到,就神经认知评估得分与网络功能的关联而言,亚型之间存在显着差异。和图论度量。我们的方法可以准确识别AD亚型中的不同功能破坏,促进个性化治疗和早期诊断,最终改善患者预后。
    The pathogenesis of Alzheimer\'s disease (AD) remains unclear, but revealing individual differences in functional connectivity (FC) may provide insights and improve diagnostic precision. A hierarchical clustering-based autoencoder with functional connectivity was proposed to categorize 82 AD patients from the Alzheimer\'s Disease Neuroimaging Initiative. Compared to directly performing clustering, using an autoencoder to reduce the dimensionality of the matrix can effectively eliminate noise and redundant information in the data, extract key features, and optimize clustering performance. Subsequently, subtype differences in clinical and graph theoretical metrics were assessed. Results indicate a significant inter-subject heterogeneity in the degree of FC disruption among AD patients. We have identified two neurophysiological subtypes: subtype I exhibits widespread functional impairment across the entire brain, while subtype II shows mild impairment in the Limbic System region. What is worth noting is that we also observed significant differences between subtypes in terms of neurocognitive assessment scores associations with network functionality, and graph theory metrics. Our method can accurately identify different functional disruptions in subtypes of AD, facilitating personalized treatment and early diagnosis, ultimately improving patient outcomes.
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  • 文章类型: Journal Article
    亲密伴侣暴力(IPV)在退伍军人中非常普遍。建议的IPV危险因素包括战斗暴露,创伤后应激障碍(PTSD),抑郁症,酒精使用,和轻度创伤性脑损伤(mTBI)。虽然与IPV感染相关的潜在脑部病理生理特征在很大程度上仍然未知,先前的研究将侵略和暴力与边缘系统的改变联系起来。这里,我们调查了退伍军人的IPV感染是否与边缘微结构异常相关.Further,我们测试潜在风险因素的影响(即,创伤后应激障碍,抑郁症,物质使用障碍,mTBI,和与战区相关的压力)对IPV流行的影响。
    结构和扩散加权磁共振成像(dMRI)数据来自TBI和应激障碍转化研究中心(TRACTS)研究的49名伊拉克和阿富汗战争(持久自由行动/伊拉克自由行动;OEF/OIF)的男性退伍军人。使用修订的冲突战术量表(CTS2)的心理侵略和人身攻击子量表评估IPV的发生率。计算赔率以评估具有以下任一诊断的退伍军人IPV发生的可能性:PTSD,抑郁症,物质使用障碍,或者mTBI.计算边缘灰质结构(杏仁核-海马复合体,扣带回,海马旁回,内嗅皮层)。计算了IPV穿透率之间的偏相关,神经精神症状,和FA。
    诊断为PTSD的退伍军人,抑郁症,物质使用障碍,或mTBI有较高的发生IPV的几率。更大的战区相关压力,和创伤后应激障碍的症状严重程度,抑郁症,mTBI与IPV感染显著相关。CTS2(心理攻击),一种IPV行为的衡量标准,与右杏仁核-海马复合体中更高的FA相关(r=0.400,p=0.005)。
    患有精神疾病和/或mTBI的退伍军人参与IPV的几率更高。Further,创伤后应激障碍的症状越严重,抑郁症,或TBI,与战区有关的压力越大,IPV渗透的频率越大。此外,我们报道了对亲密伴侣的心理攻击与右侧杏仁核-海马复合体的微结构改变之间的显著关联.这些发现表明,大脑结构可能与潜在的IPV行为相关,需要进一步研究。
    UNASSIGNED: Intimate partner violence (IPV) perpetration is highly prevalent among veterans. Suggested risk factors of IPV perpetration include combat exposure, post-traumatic stress disorder (PTSD), depression, alcohol use, and mild traumatic brain injury (mTBI). While the underlying brain pathophysiological characteristics associated with IPV perpetration remain largely unknown, previous studies have linked aggression and violence to alterations of the limbic system. Here, we investigate whether IPV perpetration is associated with limbic microstructural abnormalities in military veterans. Further, we test the effect of potential risk factors (i.e., PTSD, depression, substance use disorder, mTBI, and war zone-related stress) on the prevalence of IPV perpetration.
    UNASSIGNED: Structural and diffusion-weighted magnetic resonance imaging (dMRI) data were acquired from 49 male veterans of the Iraq and Afghanistan wars (Operation Enduring Freedom/Operation Iraqi Freedom; OEF/OIF) of the Translational Research Center for TBI and Stress Disorders (TRACTS) study. IPV perpetration was assessed using the psychological aggression and physical assault sub-scales of the Revised Conflict Tactics Scales (CTS2). Odds ratios were calculated to assess the likelihood of IPV perpetration in veterans with either of the following diagnoses: PTSD, depression, substance use disorder, or mTBI. Fractional anisotropy tissue (FA) measures were calculated for limbic gray matter structures (amygdala-hippocampus complex, cingulate, parahippocampal gyrus, entorhinal cortex). Partial correlations were calculated between IPV perpetration, neuropsychiatric symptoms, and FA.
    UNASSIGNED: Veterans with a diagnosis of PTSD, depression, substance use disorder, or mTBI had higher odds of perpetrating IPV. Greater war zone-related stress, and symptom severity of PTSD, depression, and mTBI were significantly associated with IPV perpetration. CTS2 (psychological aggression), a measure of IPV perpetration, was associated with higher FA in the right amygdala-hippocampus complex (r = 0.400, p = 0.005).
    UNASSIGNED: Veterans with psychiatric disorders and/or mTBI exhibit higher odds of engaging in IPV perpetration. Further, the more severe the symptoms of PTSD, depression, or TBI, and the greater the war zone-related stress, the greater the frequency of IPV perpetration. Moreover, we report a significant association between psychological aggression against an intimate partner and microstructural alterations in the right amygdala-hippocampus complex. These findings suggest the possibility of a structural brain correlate underlying IPV perpetration that requires further research.
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  • 文章类型: Journal Article
    注意缺陷多动障碍(ADHD)是一种常见的儿童发育障碍。近年来,模式识别方法已越来越多地应用于ADHD的神经影像学研究。然而,这些方法往往受到有限的准确性和可解释性,阻碍了他们对ADHD相关生物标志物鉴定的贡献。为了解决这些限制,我们将边缘系统和小脑网络的低频波动幅度(ALFF)结果作为输入数据,并对ADHD生物标志物检测进行了二元假设检验框架.我们对多个站点的ADHD-200数据集的研究得出的平均分类准确率为93%,表明多动症和对照组之间输入大脑区域有很强的辨别力。此外,我们的方法确定了关键的大脑区域,包括丘脑,海马回,和小脑Crus2作为生物标志物。总的来说,这项研究通过使用ALFF实现高度可信的结果,发现了边缘系统和小脑网络中潜在的ADHD生物标志物,可以为ADHD的诊断和治疗提供新的见解。
    Attention deficit hyperactivity disorder (ADHD) is a common childhood developmental disorder. In recent years, pattern recognition methods have been increasingly applied to neuroimaging studies of ADHD. However, these methods often suffer from limited accuracy and interpretability, impeding their contribution to the identification of ADHD-related biomarkers. To address these limitations, we applied the amplitude of low-frequency fluctuation (ALFF) results for the limbic system and cerebellar network as input data and conducted a binary hypothesis testing framework for ADHD biomarker detection. Our study on the ADHD-200 dataset at multiple sites resulted in an average classification accuracy of 93%, indicating strong discriminative power of the input brain regions between the ADHD and control groups. Moreover, our approach identified critical brain regions, including the thalamus, hippocampal gyrus, and cerebellum Crus 2, as biomarkers. Overall, this investigation uncovered potential ADHD biomarkers in the limbic system and cerebellar network through the use of ALFF realizing highly credible results, which can provide new insights for ADHD diagnosis and treatment.
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  • 文章类型: Journal Article
    偏头痛是一种复杂的神经系统疾病,其特征是复发性头痛,通常伴有各种神经症状。磁共振成像(MRI)是研究全脑连接模式的强大工具;然而,很少进行结构性连接组组织的系统评估。在本研究中,我们旨在使用弥散MRI检查发作性偏头痛患者的结构连通性变化.首先,我们使用扩散MRI纤维束成像计算了结构连通性,之后,我们将降维技术应用于结构连通性,并生成了三个低维特征向量。我们随后计算了流形偏心率,定义为流形空间中每个数据点与数据中心之间的欧氏距离。然后,我们比较了偏头痛患者和健康对照组之间的多种偏心率,揭示了眶额皮质的显著组间差异,颞极,和感觉/运动区域。皮质下皮质连接的组间差异进一步揭示了杏仁核的显着变化,伏隔,和尾状核。最后,有监督的机器学习使用皮质和皮质下结构连接特征对偏头痛患者和健康对照进行有效分类,强调眶额皮质和感觉皮质的重要性,除了尾状,区分群体。我们的研究结果证实,发作性偏头痛与边缘系统和感觉系统的结构连接体变化有关,提示其作为偏头痛诊断标志物的潜在效用。
    Migraine is a complex neurological condition characterized by recurrent headaches, which is often accompanied by various neurological symptoms. Magnetic resonance imaging (MRI) is a powerful tool for investigating whole-brain connectivity patterns; however, systematic assessment of structural connectome organization has rarely been performed. In the present study, we aimed to examine the changes in structural connectivity in patients with episodic migraines using diffusion MRI. First, we computed structural connectivity using diffusion MRI tractography, after which we applied dimensionality reduction techniques to the structural connectivity and generated three low-dimensional eigenvectors. We subsequently calculated the manifold eccentricity, defined as the Euclidean distance between each data point and the center of the data in the manifold space. We then compared the manifold eccentricity between patients with migraines and healthy controls, revealing significant between-group differences in the orbitofrontal cortex, temporal pole, and sensory/motor regions. Between-group differences in subcortico-cortical connectivity further revealed significant changes in the amygdala, accumbens, and caudate nuclei. Finally, supervised machine learning effectively classified patients with migraines and healthy controls using cortical and subcortical structural connectivity features, highlighting the importance of the orbitofrontal and sensory cortices, in addition to the caudate, in distinguishing between the groups. Our findings confirmed that episodic migraine is related to the structural connectome changes in the limbic and sensory systems, suggesting its potential utility as a diagnostic marker for migraine.
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  • 文章类型: Journal Article
    目的:该研究旨在确定岛叶胶质瘤患者的临床特征和生存结果是否与我们基于肿瘤扩散的分类相关。
    方法:我们的研究包括283例诊断为组织学2级和3级岛叶胶质瘤的连续患者。提出了一种新的分类,和局限于旁联系统的肿瘤被定义为1型。当肿瘤同时侵入边缘系统(在本研究中称为海马及其周围结构)时,它们被定义为类型2。具有其他内囊受累的肿瘤被定义为3型。
    结果:定义为3型的肿瘤在诊断时具有较高的年龄(p=0.002)和较高的术前体积(p<0.001)。此外,3型更有可能被诊断为IDH野生型(p<0.001),具有较高的Ki-67指数(p=0.015)和较低的总切除率(p<0.001)。1型的肿瘤生长速度比2型慢(平均3.3%/月vs.19.8%/月;p<0.001)。多因素Cox回归分析显示切除程度(HR0.259,p=0.004),IDH状态(HR3.694,p=0.012),和肿瘤扩散类型(HR=1.874,p=0.012)是总生存期(OS)的独立预测因子。肿瘤分级(HR2.609,p=0.008),切除范围(HR0.488,p=0.038),IDH状态(HR2.225,p=0.025),和肿瘤扩散类型(HR1.531,p=0.038)在预测无进展生存期(PFS)方面具有重要意义。
    结论:目前的研究提出了根据肿瘤扩散对岛叶胶质瘤进行分类的方法。这表明定义为1型的肿瘤具有相对较好的性质和生物学特性,被定义为3型的那些可能更具侵略性和难治性。除了对预后的预测价值外,该分类对制定岛叶胶质瘤患者的手术策略具有潜在价值。
    OBJECTIVE: The study aimed to identify if clinical features and survival outcomes of insular glioma patients are associated with our classification based on the tumor spread.
    METHODS: Our study included 283 consecutive patients diagnosed with histological grade 2 and 3 insular gliomas. A new classification was proposed, and tumors restricted to the paralimbic system were defined as type 1. When tumors invaded the limbic system (referred to as the hippocampus and its surrounding structures in this study) simultaneously, they were defined as type 2. Tumors with additional internal capsule involvement were defined as type 3.
    RESULTS: Tumors defined as type 3 had a higher age at diagnosis (p = 0.002) and a higher preoperative volume (p < 0.001). Furthermore, type 3 was more likely to be diagnosed as IDH wild type (p < 0.001), with a higher rate of Ki-67 index (p = 0.015) and a lower rate of gross total resection (p < 0.001). Type 1 had a slower tumor growth rate than type 2 (mean 3.3%/month vs. 19.8%/month; p < 0.001). Multivariate Cox regression analysis revealed the extent of resection (HR 0.259, p = 0.004), IDH status (HR 3.694, p = 0.012), and tumor spread type (HR = 1.874, p = 0.012) as independent predictors of overall survival (OS). Tumor grade (HR 2.609, p = 0.008), the extent of resection (HR 0.488, p = 0.038), IDH status (HR 2.225, p = 0.025), and tumor spread type (HR 1.531, p = 0.038) were significant in predicting progression-free survival (PFS).
    CONCLUSIONS: The current study proposes a classification of the insular glioma according to the tumor spread. It indicates that the tumors defined as type 1 have a relatively better nature and biological characteristics, and those defined as type 3 can be more aggressive and refractory. Besides its predictive value for prognosis, the classification has potential value in formulating surgical strategies for patients with insular gliomas.
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  • 文章类型: Journal Article
    神经元回路动力学异常是复杂神经精神疾病的核心,如精神分裂症(SZ)。SZ中神经元回路完整性的临床评估一直描述了异常的静息状态伽马振荡活动,听觉诱发的伽玛反应减少,和异常的不匹配反应。我们假设皮质丘脑回路操作可以概括啮齿动物模型中的SZ回路表型。在这项研究中,我们在光遗传学上抑制了大鼠中丘脑至前额叶皮质(MDT至PFC)或PFC至MDT投射,并通过电生理读数评估了电路功能。我们发现MDT-PFC扰动不能概括SZ连锁表型,如宽带γ破坏,改变诱发的振荡活动,和减少不匹配的消极反应。因此,诱导的MDT-PFC通路功能损害不能解释SZ中描述的振荡异常。
    Aberrant neuronal circuit dynamics are at the core of complex neuropsychiatric disorders, such as schizophrenia (SZ). Clinical assessment of the integrity of neuronal circuits in SZ has consistently described aberrant resting-state gamma oscillatory activity, decreased auditory-evoked gamma responses, and abnormal mismatch responses. We hypothesized that corticothalamic circuit manipulation could recapitulate SZ circuit phenotypes in rodent models. In this study, we optogenetically inhibited the mediodorsal thalamus-to-prefrontal cortex (MDT-to-PFC) or the PFC-to-MDT projection in rats and assessed circuit function through electrophysiological readouts. We found that MDT-PFC perturbation could not recapitulate SZ-linked phenotypes such as broadband gamma disruption, altered evoked oscillatory activity, and diminished mismatch negativity responses. Therefore, the induced functional impairment of the MDT-PFC pathways cannot account for the oscillatory abnormalities described in SZ.
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  • 文章类型: Journal Article
    背景:对右半球5-Hz的经颅交流电刺激(tACS)可有效缓解焦虑症状。本研究旨在探索驱动治疗益处的神经机制。
    方法:我们收集了24名患有焦虑症的参与者在tACS治疗前后的脑电图(EEG)数据。TACS应用于右半球,F4为1.0mA,P4为1.0mA,T8为2.0mA(10-10EEG惯例)。有了ELORETA,我们将头皮信号转换为大脑皮层中的电流源密度。然后,我们使用非参数统计量评估了跨多个光谱(delta到低gamma)的治疗后和治疗前脑图之间的差异。
    结果:我们观察到α功率升高,中高β和低γ功率降低的趋势,与先前研究中报道的抗焦虑作用的EEG标志物一致。此外,我们观察到在整个光谱的刺激位点的去同步趋势一致。
    结论:右半球5-Hz的tACS显示出焦虑减轻的EEG标记。tACS对大脑的后遗症是复杂的,不能仅仅用广泛传播的夹带理论来解释。相反,我们的结果支持可塑性机制参与tACS的离线效应.
    BACKGROUND: Transcranial alternating current stimulation (tACS) at 5-Hz to the right hemisphere can effectively alleviate anxiety symptoms. This study aimed to explore the neural mechanisms that drive the therapeutic benefits.
    METHODS: We collected electroencephalography (EEG) data from 24 participants with anxiety disorders before and after a tACS treatment session. tACS was applied over the right hemisphere, with 1.0 mA at F4, 1.0 mA at P4, and 2.0 mA at T8 (10-10 EEG convention). With eLORETA, we transformed the scalp signals into the current source density in the cortex. We then assessed the differences between post- and pre-treatment brain maps across multiple spectra (delta to low gamma) with non-parametric statistics.
    RESULTS: We observed a trend of heightened power in alpha and reduced power in mid-to-high beta and low gamma, in accord with the EEG markers of anxiolytic effects reported in previous studies. Additionally, we observed a consistent trend of de-synchronization at the stimulating sites across spectra.
    CONCLUSIONS: tACS 5-Hz over the right hemisphere demonstrated EEG markers of anxiety reduction. The after-effects of tACS on the brain are intricate and cannot be explained solely by the widely circulated entrainment theory. Rather, our results support the involvement of plasticity mechanisms in the offline effects of tACS.
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  • 文章类型: Journal Article
    fMRI静息状态功能连通性(rs-FC)的测量是对额边缘回路进行基础和临床研究的重要工具。因此,了解rs-FC与这些电路中神经活动的潜在模式之间的关系至关重要。在这里,我们将由设计药物(DREADD)专门激活的抑制性设计受体引入了两只雄性猕猴的杏仁核。我们评估了激活DREADD受体对连接杏仁核和额叶皮质的电路中的rs-FC和神经活动的因果关系。激活抑制性DREADD可增加杏仁核和腹外侧前额叶皮层之间的rs-FC。神经生理学记录显示,DREADD引起的fMRIrs-FC增加与杏仁核和腹外侧前额叶皮层之间α带(6.5-14.5Hz)的局部场电位相干性增加有关。因此,我们的多模式方法揭示了前边缘回路中rs-FC的神经元活动的特定特征。
    Measures of fMRI resting-state functional connectivity (rs-FC) are an essential tool for basic and clinical investigations of fronto-limbic circuits. Understanding the relationship between rs-FC and the underlying patterns of neural activity in these circuits is therefore vital. Here we introduced inhibitory designer receptors exclusively activated by designer drugs (DREADDs) into the amygdala of two male macaques. We evaluated the causal effect of activating the DREADD receptors on rs-FC and neural activity within circuits connecting amygdala and frontal cortex. Activating the inhibitory DREADD increased rs-FC between amygdala and ventrolateral prefrontal cortex. Neurophysiological recordings revealed that the DREADD-induced increase in fMRI rs-FC was associated with increased local field potential coherency in the alpha band (6.5-14.5 Hz) between amygdala and ventrolateral prefrontal cortex. Thus, our multi-modal approach reveals the specific signature of neuronal activity that underlies rs-FC in fronto-limbic circuits.
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  • 文章类型: Journal Article
    背景:经颅电刺激(tES)在低电流强度下最常见的应用之一是诱发放松状态或减少焦虑。随着技术的进步,不同的波形,蒙太奇,和参数可以并入治疗方案中。我们开发了一种通过经颅交流电流刺激(tACS)治疗焦虑症患者的新方案。
    方法:共有27名焦虑症患者接受了12次tACS治疗,每次持续25分钟。将5Hz的tACS应用于F4(1.0mA),P4(1.0mA),和T8(2.0mA)脑电图导线位置(三脚架),T8和F4/P4之间的正弦波振荡。我们使用贝克焦虑量表(BAI)和神经心理学评估评估了主要和次要结局。
    结果:在27例患者中,19(70.4%)症状严重程度降低>50%,平均BAI降低58.5%。所有报告的副作用都是轻微的,瘙痒或刺痛是最常见的抱怨。注意没有显著差异,语言工作记忆,视觉空间工作记忆,或神经心理学评估中的长期记忆。
    结论:结果表明,这种新型三脚架tACS设计具有快速缓解焦虑的潜力,并且临床试验验证其疗效的重要性。
    BACKGROUND: One of the most common applications of transcranial electrical stimulation (tES) at low current intensity is to induce a relaxed state or reduce anxiety. With technical advancement, different waveforms, montages, and parameters can be incorporated into the treatment regimen. We developed a novel protocol to treat individuals with anxiety disorders by transcranial alternating current stimulation (tACS).
    METHODS: A total of 27 individuals with anxiety disorders underwent tACS treatment for 12 sessions, with each session lasting 25 min. tACS at 5 Hz was applied to F4 (1.0 mA), P4 (1.0 mA), and T8 (2.0 mA) EEG lead positions (tripod), with sinewave oscillation between T8 and F4/P4. We evaluated the primary and secondary outcomes using the Beck Anxiety Inventory (BAI) and neuropsychological assessments.
    RESULTS: Of the 27 patients, 19 (70.4 %) experienced a reduction in symptom severity >50 %, with an average reduction of BAI 58.5 %. All reported side effects were mild, with itching or tingling being the most common complaint. No significant differences were noted in attention, linguistic working memory, visuospatial working memory, or long-term memory in neuropsychological assessments.
    CONCLUSIONS: The results suggest the potential of this novel tripod tACS design as a rapid anxiety alleviator and the importance of a clinical trial to verify its efficacy.
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